The Proof of the Pudding

The proof of the pudding is in the eating. It is an old piece of wisdom, yet it cuts through the extraordinary volume of noise now surrounding enterprise AI with startling precision — the presentations are magnificent, the demonstrations are immaculate, the promises arrive by the thousand.

But no serious organisation is improved by a promise, and no executive reputation is built upon an impressive afternoon in a conference room.

What happens on Monday morning

That is the real question. Can a manager ask a consequential question and receive an answer grounded in the organisation’s own material? Can the evidence be examined? Can an authorised action be carried through into JD Edwards® without surrendering identity, control or accountability? Can the system assist an experienced executive, a regional operator and a new employee without requiring each of them to become an AI specialist?

That is what users actually desire. They do not want another technology to learn, another interface to tolerate or another experiment to humour. They want clarity without excavation. They want answers without hunting through five systems. They want the confidence to act, the reassurance of knowing where the answer came from, and the quiet satisfaction of seeing work that once consumed hours completed in minutes.

One product, not an assembly

BrainStorm was developed by an enterprise software company, not assembled as a science project around an assortment of fashionable components. It is a complete, self-contained product: conversation, retrieval, orchestration, identity, security and the operating framework all belong together. It does not invite the enterprise to open its gates to a dependency zoo and then spend the next three years feeding it, patching it and discovering which animal has escaped.

Ask for the bill of materials

That is a claim worth making concrete, because it is the one most easily asserted and least often examined. Ask any vendor for the component list — not the architecture diagram, the list: what gets installed, what version each piece is on, who publishes its security advisories, and what happens at upgrade time when two of them disagree.

The licence is the small number in an AI proposal. The bill of materials is the large one, and it arrives later, on someone else’s desk. Here is that list, side by side.

Ask for the awkward demonstration

Not the polished one. Not the question the assistant was built to answer well. Ask instead for three things:

• A question whose premise is wrong — and see whether it corrects you, or invents a plausible list.
• A total whose underlying data is contaminated — and see whether the contamination is reported, or quietly averaged in.
• A write action — and see whether you are shown exactly what will be sent before it is sent, and whose name ends up on the record afterwards.

Any assistant can be made to look good on a well-formed question. Only a trustworthy one survives a badly formed one. Those three, and five more, are on the record.

The eating

Put BrainStorm in front of real users, real documents and real work. Let them ask the questions they actually ask. Let them attempt the tasks that actually matter. Then listen — not to the claims made before the trial, but to what the organisation says after it has experienced the result.

There is a fixed-price Pilot for precisely this, so that the eating costs no more than was agreed at the outset.

The proof of the pudding is in the eating.
And this one is delicious.